siffi26

Visualizing-loss-landscape

Visualizing the Loss Landscape of Neural Nets - Deep Learning Project

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

arche

Arche is a Greek word with primary senses "beginning". The repository defines a framework for technology mapping of emerging technologies, with primary focus on ReRAMs.

bert

TensorFlow code and pre-trained models for BERT

binomialBetaOnlineLearning

Use online learning to learn the beta distribution of the parameter p (chance to see 1) of the coin tossing trails in batch.

Build-a-recurrent-neural-network

Program to build a recurrent neural network model for character-level language

Build-Convolutional-Neural-Network

Program to build a convolutional neural network to perform Image Recognition.

Build-your-own-neural-network

Implement the neural network for regression by using the energy efficiency dataset.

cs224u

Code for Stanford CS224u

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

expanded_swde

Facial-Recognition-Using-FaceNet-Siamese-One-Shot-Learning

Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks

gluon-nlp

NLP made easy

gpt-3

GPT-3: Language Models are Few-Shot Learners

interviews

Everything you need to know to get the job.

Jigsaw-Net

Solving Jigsaw Puzzles with Deep Convolutional Neural Networks

Jigsaw-Solver

Solving Jigsaw puzzle using Neural Nets

mhqg

Source code and dataset for "Difficulty-controllable Multi-hop Question Generation From Knowledge Graphs"

Ontospy

Python library and command-line interface for inspecting and visualizing RDF models.

OTT-QA

OTT-QA Dataset used in paper "Open Question Answering over Tables and Text"

paraphraser

Sentence paraphrase generation at the sentence level

PQG-pytorch

Paraphrase Generation model using pair-wise discriminator loss

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

TaBERT

This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in replacement of a semantic parsers original encoder to compute representations for utterances and table schemas (columns).

Task-Oriented-Dialogue-Research-Progress-Survey

A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

tensorflow-101

TensorFlow 101: Introduction to TensorFlow

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

trec_eval

Evaluation software used in the Text Retrieval Conference